Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9620553 | 0.9967312 | 0.8727632 | 0.0346382 | 0.9663055 |
| bt | 0.7810277 | 0.8089263 | 0.9063580 | 0.1497183 | 0.4785935 |
| maxnet | 0.6577075 | 0.7767563 | 0.9738516 | 0.2121656 | 0.4368016 |
| gam | 0.8245059 | 0.8119079 | 0.9645829 | 0.1325892 | 0.4713682 |
| glm | 0.7675889 | 0.7267606 | 0.8011322 | 0.1550165 | 0.4345361 |